Profiling Report

Dataset statistics

Number of variables	19
Number of observations	4116
Missing cells	134
Missing cells (%)	0.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	870.1 KiB
Average record size in memory	216.5 B

Variable types

Categorical	1
Numeric	18

Alerts

`SUBDIVISION` is uniformly distributed	Uniform
`JAN` has 608 (14.8%) zeros	Zeros
`FEB` has 645 (15.7%) zeros	Zeros
`MAR` has 452 (11.0%) zeros	Zeros
`APR` has 219 (5.3%) zeros	Zeros
`MAY` has 82 (2.0%) zeros	Zeros
`OCT` has 85 (2.1%) zeros	Zeros
`NOV` has 651 (15.8%) zeros	Zeros
`DEC` has 884 (21.5%) zeros	Zeros
`Jan-Feb` has 238 (5.8%) zeros	Zeros

Reproduction

Analysis started	2024-04-01 16:46:22.484159
Analysis finished	2024-04-01 16:47:34.475581
Duration	1 minute and 11.99 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

SUBDIVISION
Categorical

UNIFORM

Distinct	36
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	291.2 KiB

WEST MADHYA PRADESH	115
BIHAR	115
HIMACHAL PRADESH	115
PUNJAB	115
HARYANA DELHI & CHANDIGARH	115
Other values (31)	3541

Length

Max length	34
Median length	19
Mean length	15.427114
Min length	5

Characters and Unicode

Total characters	63498
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ANDAMAN & NICOBAR ISLANDS
2nd row	ANDAMAN & NICOBAR ISLANDS
3rd row	ANDAMAN & NICOBAR ISLANDS
4th row	ANDAMAN & NICOBAR ISLANDS
5th row	ANDAMAN & NICOBAR ISLANDS

Common Values

Value	Count	Frequency (%)
WEST MADHYA PRADESH	115	2.8%
BIHAR	115	2.8%
HIMACHAL PRADESH	115	2.8%
PUNJAB	115	2.8%
HARYANA DELHI & CHANDIGARH	115	2.8%
UTTARAKHAND	115	2.8%
WEST UTTAR PRADESH	115	2.8%
EAST UTTAR PRADESH	115	2.8%
JHARKHAND	115	2.8%
SOUTH INTERIOR KARNATAKA	115	2.8%
Other values (26)	2966	72.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	800	8.5%
pradesh	787	8.4%
west	575	6.1%
madhya	345	3.7%
karnataka	345	3.7%
east	345	3.7%
uttar	230	2.5%
interior	230	2.5%
rajasthan	230	2.5%
bengal	230	2.5%
Other values (45)	5256	56.1%

Most occurring characters

Value	Count	Frequency (%)
A	12896	20.3%
	5257	8.3%
R	4674	7.4%
H	4448	7.0%
T	4255	6.7%
S	3996	6.3%
N	3527	5.6%
E	3315	5.2%
I	2635	4.1%
D	2386	3.8%
Other values (15)	16109	25.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	63498	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	12896	20.3%
	5257	8.3%
R	4674	7.4%
H	4448	7.0%
T	4255	6.7%
S	3996	6.3%
N	3527	5.6%
E	3315	5.2%
I	2635	4.1%
D	2386	3.8%
Other values (15)	16109	25.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	63498	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	12896	20.3%
	5257	8.3%
R	4674	7.4%
H	4448	7.0%
T	4255	6.7%
S	3996	6.3%
N	3527	5.6%
E	3315	5.2%
I	2635	4.1%
D	2386	3.8%
Other values (15)	16109	25.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	63498	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	12896	20.3%
	5257	8.3%
R	4674	7.4%
H	4448	7.0%
T	4255	6.7%
S	3996	6.3%
N	3527	5.6%
E	3315	5.2%
I	2635	4.1%
D	2386	3.8%
Other values (15)	16109	25.4%

YEAR
Real number (ℝ)

Distinct	115
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1958.2187

Minimum	1901
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	1901
5-th percentile	1906
Q1	1930
median	1958
Q3	1987
95-th percentile	2010
Maximum	2015
Range	114
Interquartile range (IQR)	57

Descriptive statistics

Standard deviation	33.140898
Coefficient of variation (CV)	0.016924003
Kurtosis	-1.1981968
Mean	1958.2187
Median Absolute Deviation (MAD)	29
Skewness	-0.0057225214
Sum	8060028
Variance	1098.3191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1963	36	0.9%
2002	36	0.9%
1976	36	0.9%
1975	36	0.9%
1974	36	0.9%
1973	36	0.9%
1972	36	0.9%
1971	36	0.9%
1970	36	0.9%
1969	36	0.9%
Other values (105)	3756	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1901	35	0.9%
1902	35	0.9%
1903	35	0.9%
1904	35	0.9%
1905	35	0.9%
1906	35	0.9%
1907	35	0.9%
1908	35	0.9%
1909	34	0.8%
1910	35	0.9%

Value	Count	Frequency (%)
2015	36	0.9%
2014	36	0.9%
2013	36	0.9%
2012	36	0.9%
2011	36	0.9%
2010	36	0.9%
2009	36	0.9%
2008	36	0.9%
2007	36	0.9%
2006	36	0.9%

JAN
Real number (ℝ)

ZEROS

Distinct	802
Distinct (%)	19.5%
Missing	4
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	18.95732

Minimum	0
Maximum	583.7
Zeros	608
Zeros (%)	14.8%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.6
median	6
Q3	22.2
95-th percentile	83.035
Maximum	583.7
Range	583.7
Interquartile range (IQR)	21.6

Descriptive statistics

Standard deviation	33.585371
Coefficient of variation (CV)	1.7716308
Kurtosis	34.839815
Mean	18.95732
Median Absolute Deviation (MAD)	6
Skewness	4.3086818
Sum	77952.5
Variance	1127.9772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	608	14.8%
0.1	133	3.2%
0.2	101	2.5%
0.3	62	1.5%
0.4	56	1.4%
0.5	50	1.2%
0.7	44	1.1%
1.2	39	0.9%
1.3	39	0.9%
1	38	0.9%
Other values (792)	2942	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	608	14.8%
0.1	133	3.2%
0.2	101	2.5%
0.3	62	1.5%
0.4	56	1.4%
0.5	50	1.2%
0.6	37	0.9%
0.7	44	1.1%
0.8	38	0.9%
0.9	32	0.8%

Value	Count	Frequency (%)
583.7	1	< 0.1%
367.8	1	< 0.1%
344.8	1	< 0.1%
308.4	1	< 0.1%
296	1	< 0.1%
276.9	1	< 0.1%
265.9	1	< 0.1%
262.8	1	< 0.1%
246.3	1	< 0.1%
245.5	1	< 0.1%

FEB
Real number (ℝ)

ZEROS

Distinct	898
Distinct (%)	21.8%
Missing	3
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	21.805325

Minimum	0
Maximum	403.5
Zeros	645
Zeros (%)	15.7%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.6
median	6.7
Q3	26.8
95-th percentile	96.72
Maximum	403.5
Range	403.5
Interquartile range (IQR)	26.2

Descriptive statistics

Standard deviation	35.909488
Coefficient of variation (CV)	1.646822
Kurtosis	12.32666
Mean	21.805325
Median Absolute Deviation (MAD)	6.7
Skewness	2.9810027
Sum	89685.3
Variance	1289.4913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	645	15.7%
0.1	134	3.3%
0.2	84	2.0%
0.5	59	1.4%
0.4	53	1.3%
0.7	48	1.2%
0.3	47	1.1%
0.6	37	0.9%
1.1	36	0.9%
1.5	34	0.8%
Other values (888)	2936	71.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	645	15.7%
0.1	134	3.3%
0.2	84	2.0%
0.3	47	1.1%
0.4	53	1.3%
0.5	59	1.4%
0.6	37	0.9%
0.7	48	1.2%
0.8	32	0.8%
0.9	25	0.6%

Value	Count	Frequency (%)
403.5	1	< 0.1%
306.3	1	< 0.1%
297.2	1	< 0.1%
271.8	1	< 0.1%
267.2	1	< 0.1%
250.6	1	< 0.1%
243.1	1	< 0.1%
228.9	1	< 0.1%
222.9	1	< 0.1%
221	1	< 0.1%

MAR
Real number (ℝ)

ZEROS

Distinct	978
Distinct (%)	23.8%
Missing	6
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	27.359197

Minimum	0
Maximum	605.6
Zeros	452
Zeros (%)	11.0%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	7.8
Q3	31.3
95-th percentile	126.3
Maximum	605.6
Range	605.6
Interquartile range (IQR)	30.3

Descriptive statistics

Standard deviation	46.959424
Coefficient of variation (CV)	1.7164036
Kurtosis	15.213621
Mean	27.359197
Median Absolute Deviation (MAD)	7.7
Skewness	3.2094297
Sum	112446.3
Variance	2205.1875
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	452	11.0%
0.1	141	3.4%
0.2	90	2.2%
0.6	65	1.6%
0.3	52	1.3%
0.5	50	1.2%
0.4	48	1.2%
0.7	44	1.1%
0.8	38	0.9%
0.9	34	0.8%
Other values (968)	3096	75.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	452	11.0%
0.1	141	3.4%
0.2	90	2.2%
0.3	52	1.3%
0.4	48	1.2%
0.5	50	1.2%
0.6	65	1.6%
0.7	44	1.1%
0.8	38	0.9%
0.9	34	0.8%

Value	Count	Frequency (%)
605.6	1	< 0.1%
382	1	< 0.1%
381.8	1	< 0.1%
353.9	1	< 0.1%
341.4	1	< 0.1%
340.5	1	< 0.1%
318.8	1	< 0.1%
309.9	1	< 0.1%
309.8	1	< 0.1%
306.5	1	< 0.1%

APR
Real number (ℝ)

ZEROS

Distinct	1234
Distinct (%)	30.0%
Missing	4
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	43.127432

Minimum	0
Maximum	595.1
Zeros	219
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	15.7
Q3	49.95
95-th percentile	184.89
Maximum	595.1
Range	595.1
Interquartile range (IQR)	46.95

Descriptive statistics

Standard deviation	67.831168
Coefficient of variation (CV)	1.572808
Kurtosis	10.237233
Mean	43.127432
Median Absolute Deviation (MAD)	14.9
Skewness	2.8297277
Sum	177340
Variance	4601.0673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	219	5.3%
0.1	79	1.9%
0.2	68	1.7%
0.7	43	1.0%
0.4	42	1.0%
0.3	40	1.0%
0.6	34	0.8%
0.5	34	0.8%
1	31	0.8%
1.1	27	0.7%
Other values (1224)	3495	84.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	219	5.3%
0.1	79	1.9%
0.2	68	1.7%
0.3	40	1.0%
0.4	42	1.0%
0.5	34	0.8%
0.6	34	0.8%
0.7	43	1.0%
0.8	25	0.6%
0.9	20	0.5%

Value	Count	Frequency (%)
595.1	1	< 0.1%
565.4	1	< 0.1%
560.2	1	< 0.1%
502.7	1	< 0.1%
492.3	1	< 0.1%
466.9	1	< 0.1%
460.2	1	< 0.1%
457.1	1	< 0.1%
441.1	1	< 0.1%
441	1	< 0.1%

MAY
Real number (ℝ)

ZEROS

Distinct	1731
Distinct (%)	42.1%
Missing	3
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	85.745417

Minimum	0
Maximum	1168.6
Zeros	82
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.6
Q1	8.6
median	36.6
Q3	97.2
95-th percentile	352.28
Maximum	1168.6
Range	1168.6
Interquartile range (IQR)	88.6

Descriptive statistics

Standard deviation	123.2349
Coefficient of variation (CV)	1.4372185
Kurtosis	7.0140469
Mean	85.745417
Median Absolute Deviation (MAD)	32.2
Skewness	2.3899824
Sum	352670.9
Variance	15186.841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	82	2.0%
0.1	30	0.7%
0.3	28	0.7%
0.2	28	0.7%
0.7	28	0.7%
1.3	21	0.5%
0.4	20	0.5%
0.9	19	0.5%
1.1	18	0.4%
2.1	17	0.4%
Other values (1721)	3822	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	82	2.0%
0.1	30	0.7%
0.2	28	0.7%
0.3	28	0.7%
0.4	20	0.5%
0.5	15	0.4%
0.6	17	0.4%
0.7	28	0.7%
0.8	16	0.4%
0.9	19	0.5%

Value	Count	Frequency (%)
1168.6	1	< 0.1%
973.1	1	< 0.1%
861.1	1	< 0.1%
743	1	< 0.1%
738.8	1	< 0.1%
729.3	1	< 0.1%
728.4	1	< 0.1%
726.8	1	< 0.1%
705.3	1	< 0.1%
699.5	1	< 0.1%

JUN
Real number (ℝ)

Distinct	2722
Distinct (%)	66.2%
Missing	5
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	230.23444

Minimum	0.4
Maximum	1609.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0.4
5-th percentile	21.45
Q1	70.35
median	138.7
Q3	305.15
95-th percentile	746.8
Maximum	1609.9
Range	1609.5
Interquartile range (IQR)	234.8

Descriptive statistics

Standard deviation	234.71076
Coefficient of variation (CV)	1.0194424
Kurtosis	2.9444235
Mean	230.23444
Median Absolute Deviation (MAD)	85.3
Skewness	1.7390808
Sum	946493.8
Variance	55089.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90.6	6	0.1%
92.2	6	0.1%
163.2	6	0.1%
129.8	6	0.1%
75.6	6	0.1%
72.4	6	0.1%
50.6	6	0.1%
63.1	6	0.1%
125.1	6	0.1%
48.6	6	0.1%
Other values (2712)	4051	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	1	< 0.1%
0.6	1	< 0.1%
1.1	1	< 0.1%
1.2	1	< 0.1%
1.4	1	< 0.1%
1.6	1	< 0.1%
2	1	< 0.1%
2.1	1	< 0.1%
2.3	1	< 0.1%
2.6	1	< 0.1%

Value	Count	Frequency (%)
1609.9	1	< 0.1%
1511.3	1	< 0.1%
1432.8	1	< 0.1%
1361.6	1	< 0.1%
1327.8	1	< 0.1%
1233.2	1	< 0.1%
1227	1	< 0.1%
1221.1	1	< 0.1%
1212.6	1	< 0.1%
1193.3	1	< 0.1%

JUL
Real number (ℝ)

Distinct	3050
Distinct (%)	74.2%
Missing	7
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	347.21433

Minimum	0
Maximum	2362.8
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	69.48
Q1	175.6
median	284.8
Q3	418.4
95-th percentile	941.94
Maximum	2362.8
Range	2362.8
Interquartile range (IQR)	242.8

Descriptive statistics

Standard deviation	269.53967
Coefficient of variation (CV)	0.77629188
Kurtosis	5.7361224
Mean	347.21433
Median Absolute Deviation (MAD)	119.9
Skewness	2.1008871
Sum	1426703.7
Variance	72651.632
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
170.2	5	0.1%
321.3	5	0.1%
338.8	5	0.1%
115	5	0.1%
215.9	5	0.1%
248.6	5	0.1%
268.8	4	0.1%
318.7	4	0.1%
215.4	4	0.1%
194.8	4	0.1%
Other values (3040)	4063	98.7%
(Missing)	7	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
2.4	1	< 0.1%
3.2	1	< 0.1%
5.1	1	< 0.1%
7.7	1	< 0.1%
8	1	< 0.1%
11.8	1	< 0.1%
12.6	1	< 0.1%
13.5	1	< 0.1%
15.9	1	< 0.1%

Value	Count	Frequency (%)
2362.8	1	< 0.1%
1904.9	1	< 0.1%
1884.9	1	< 0.1%
1867.2	1	< 0.1%
1778.9	1	< 0.1%
1748.2	1	< 0.1%
1727	1	< 0.1%
1643.9	1	< 0.1%
1630.1	1	< 0.1%
1627.2	1	< 0.1%

AUG
Real number (ℝ)

Distinct	2913
Distinct (%)	70.8%
Missing	4
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	290.2635

Minimum	0
Maximum	1664.6
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	63.6
Q1	155.975
median	259.4
Q3	377.8
95-th percentile	631.4
Maximum	1664.6
Range	1664.6
Interquartile range (IQR)	221.825

Descriptive statistics

Standard deviation	188.77048
Coefficient of variation (CV)	0.65034177
Kurtosis	4.9422689
Mean	290.2635
Median Absolute Deviation (MAD)	109
Skewness	1.6552052
Sum	1193563.5
Variance	35634.293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
226.7	6	0.1%
152.2	5	0.1%
380.9	5	0.1%
290.9	5	0.1%
118.1	5	0.1%
356.4	5	0.1%
175.6	5	0.1%
183.2	5	0.1%
312.4	5	0.1%
235.5	5	0.1%
Other values (2903)	4061	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.6	1	< 0.1%
1.1	1	< 0.1%
4	1	< 0.1%
6	1	< 0.1%
6.8	2	< 0.1%
9.4	1	< 0.1%
10.6	1	< 0.1%
12.3	2	< 0.1%
13.4	2	< 0.1%

Value	Count	Frequency (%)
1664.6	1	< 0.1%
1579.1	1	< 0.1%
1414.7	1	< 0.1%
1405.9	1	< 0.1%
1347.2	1	< 0.1%
1331.2	1	< 0.1%
1299.8	1	< 0.1%
1247.4	1	< 0.1%
1231.8	1	< 0.1%
1201.9	1	< 0.1%

SEP
Real number (ℝ)

Distinct	2632
Distinct (%)	64.0%
Missing	6
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	197.36192

Minimum	0.1
Maximum	1222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0.1
5-th percentile	24.4
Q1	100.525
median	173.9
Q3	265.8
95-th percentile	455.875
Maximum	1222
Range	1221.9
Interquartile range (IQR)	165.275

Descriptive statistics

Standard deviation	135.40834
Coefficient of variation (CV)	0.68609154
Kurtosis	3.1585847
Mean	197.36192
Median Absolute Deviation (MAD)	80.85
Skewness	1.3133653
Sum	811157.5
Variance	18335.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160.8	7	0.2%
131.7	6	0.1%
88	6	0.1%
123.9	5	0.1%
139.6	5	0.1%
113.6	5	0.1%
100.4	5	0.1%
146.7	5	0.1%
230.5	5	0.1%
288.1	5	0.1%
Other values (2622)	4056	98.5%
(Missing)	6	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	< 0.1%
0.2	1	< 0.1%
0.5	2	< 0.1%
0.6	2	< 0.1%
0.8	2	< 0.1%
1	2	< 0.1%
1.3	1	< 0.1%
1.6	1	< 0.1%
1.7	1	< 0.1%
1.8	1	< 0.1%

Value	Count	Frequency (%)
1222	1	< 0.1%
1108.9	1	< 0.1%
1034.8	1	< 0.1%
877.3	1	< 0.1%
868.9	1	< 0.1%
820.4	1	< 0.1%
799.9	1	< 0.1%
791.4	1	< 0.1%
788.8	1	< 0.1%
782.3	1	< 0.1%

OCT
Real number (ℝ)

ZEROS

Distinct	1939
Distinct (%)	47.2%
Missing	7
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	95.507009

Minimum	0
Maximum	948.3
Zeros	85
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	14.6
median	65.2
Q3	148.4
95-th percentile	294.7
Maximum	948.3
Range	948.3
Interquartile range (IQR)	133.8

Descriptive statistics

Standard deviation	99.519134
Coefficient of variation (CV)	1.0420087
Kurtosis	3.1788208
Mean	95.507009
Median Absolute Deviation (MAD)	57.9
Skewness	1.4987117
Sum	392438.3
Variance	9904.058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	85	2.1%
0.1	42	1.0%
0.2	41	1.0%
0.4	28	0.7%
0.3	25	0.6%
1.1	23	0.6%
0.5	21	0.5%
1.4	19	0.5%
0.6	17	0.4%
1.5	17	0.4%
Other values (1929)	3791	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85	2.1%
0.1	42	1.0%
0.2	41	1.0%
0.3	25	0.6%
0.4	28	0.7%
0.5	21	0.5%
0.6	17	0.4%
0.7	14	0.3%
0.8	11	0.3%
0.9	17	0.4%

Value	Count	Frequency (%)
948.3	1	< 0.1%
669.4	1	< 0.1%
633.5	1	< 0.1%
618.6	1	< 0.1%
567.9	1	< 0.1%
543.2	1	< 0.1%
537.2	1	< 0.1%
527.2	1	< 0.1%
513.5	1	< 0.1%
511.7	1	< 0.1%

NOV
Real number (ℝ)

ZEROS

Distinct	1239
Distinct (%)	30.2%
Missing	11
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	39.866163

Minimum	0
Maximum	648.9
Zeros	651
Zeros (%)	15.8%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.7
median	9.5
Q3	46.1
95-th percentile	191.56
Maximum	648.9
Range	648.9
Interquartile range (IQR)	45.4

Descriptive statistics

Standard deviation	68.68541
Coefficient of variation (CV)	1.7228999
Kurtosis	9.7031622
Mean	39.866163
Median Absolute Deviation (MAD)	9.5
Skewness	2.7857932
Sum	163650.6
Variance	4717.6855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	651	15.8%
0.1	114	2.8%
0.2	73	1.8%
0.3	65	1.6%
0.4	45	1.1%
0.7	39	0.9%
1	36	0.9%
0.6	36	0.9%
0.5	35	0.9%
0.8	29	0.7%
Other values (1229)	2982	72.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	651	15.8%
0.1	114	2.8%
0.2	73	1.8%
0.3	65	1.6%
0.4	45	1.1%
0.5	35	0.9%
0.6	36	0.9%
0.7	39	0.9%
0.8	29	0.7%
0.9	29	0.7%

Value	Count	Frequency (%)
648.9	1	< 0.1%
583	1	< 0.1%
558.2	1	< 0.1%
541	1	< 0.1%
452.9	1	< 0.1%
418.4	1	< 0.1%
416.7	1	< 0.1%
413.9	1	< 0.1%
404.9	1	< 0.1%
383.8	1	< 0.1%

DEC
Real number (ℝ)

ZEROS

Distinct	801
Distinct (%)	19.5%
Missing	10
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	18.87058

Minimum	0
Maximum	617.5
Zeros	884
Zeros (%)	21.5%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1
median	3
Q3	17.5
95-th percentile	89.15
Maximum	617.5
Range	617.5
Interquartile range (IQR)	17.4

Descriptive statistics

Standard deviation	42.369611
Coefficient of variation (CV)	2.2452734
Kurtosis	41.505321
Mean	18.87058
Median Absolute Deviation (MAD)	3
Skewness	5.2354425
Sum	77482.6
Variance	1795.184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	884	21.5%
0.1	179	4.3%
0.2	111	2.7%
0.3	97	2.4%
0.5	64	1.6%
0.4	63	1.5%
0.6	59	1.4%
0.9	38	0.9%
0.8	38	0.9%
1.1	36	0.9%
Other values (791)	2537	61.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	884	21.5%
0.1	179	4.3%
0.2	111	2.7%
0.3	97	2.4%
0.4	63	1.5%
0.5	64	1.6%
0.6	59	1.4%
0.7	34	0.8%
0.8	38	0.9%
0.9	38	0.9%

Value	Count	Frequency (%)
617.5	1	< 0.1%
560.7	1	< 0.1%
500.7	1	< 0.1%
500.4	1	< 0.1%
445.2	1	< 0.1%
434.8	1	< 0.1%
384.9	1	< 0.1%
359.6	1	< 0.1%
344.7	1	< 0.1%
334.1	1	< 0.1%

ANNUAL
Real number (ℝ)

Distinct	3712
Distinct (%)	90.8%
Missing	26
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	1411.0089

Minimum	62.3
Maximum	6331.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	62.3
5-th percentile	419.195
Q1	804.5
median	1121.3
Q3	1644.775
95-th percentile	3270.975
Maximum	6331.1
Range	6268.8
Interquartile range (IQR)	840.275

Descriptive statistics

Standard deviation	903.84656
Coefficient of variation (CV)	0.64056759
Kurtosis	1.392618
Mean	1411.0089
Median Absolute Deviation (MAD)	379.1
Skewness	1.3195216
Sum	5771026.4
Variance	816938.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1024.6	4	0.1%
790.5	4	0.1%
770.3	4	0.1%
1114.2	3	0.1%
690.1	3	0.1%
1245	3	0.1%
842.3	3	0.1%
1240.4	3	0.1%
1061.6	3	0.1%
1350.4	3	0.1%
Other values (3702)	4057	98.6%
(Missing)	26	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
62.3	1	< 0.1%
92.4	1	< 0.1%
92.7	1	< 0.1%
114.4	1	< 0.1%
117.6	1	< 0.1%
119	1	< 0.1%
137.4	1	< 0.1%
138.8	1	< 0.1%
140.4	1	< 0.1%
142.2	1	< 0.1%

Value	Count	Frequency (%)
6331.1	1	< 0.1%
6129	1	< 0.1%
5691.4	1	< 0.1%
5553.9	1	< 0.1%
5486.3	1	< 0.1%
5272.7	1	< 0.1%
5253.2	1	< 0.1%
5063.5	1	< 0.1%
4959.3	1	< 0.1%
4874.7	1	< 0.1%

Jan-Feb
Real number (ℝ)

ZEROS

Distinct	1220
Distinct (%)	29.7%
Missing	6
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	40.747786

Minimum	0
Maximum	699.5
Zeros	238
Zeros (%)	5.8%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.1
median	19.2
Q3	50.375
95-th percentile	165.9
Maximum	699.5
Range	699.5
Interquartile range (IQR)	46.275

Descriptive statistics

Standard deviation	59.308277
Coefficient of variation (CV)	1.4554969
Kurtosis	13.435125
Mean	40.747786
Median Absolute Deviation (MAD)	17.7
Skewness	2.9858258
Sum	167473.4
Variance	3517.4717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	238	5.8%
0.1	80	1.9%
0.2	52	1.3%
0.3	38	0.9%
0.4	32	0.8%
0.9	27	0.7%
0.5	27	0.7%
1	27	0.7%
0.7	26	0.6%
0.8	21	0.5%
Other values (1210)	3542	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	238	5.8%
0.1	80	1.9%
0.2	52	1.3%
0.3	38	0.9%
0.4	32	0.8%
0.5	27	0.7%
0.6	13	0.3%
0.7	26	0.6%
0.8	21	0.5%
0.9	27	0.7%

Value	Count	Frequency (%)
699.5	1	< 0.1%
584.5	1	< 0.1%
559	1	< 0.1%
468.3	1	< 0.1%
463.9	1	< 0.1%
397.1	1	< 0.1%
379.2	1	< 0.1%
377.3	1	< 0.1%
372.2	1	< 0.1%
370.7	1	< 0.1%

Mar-May
Real number (ℝ)

Distinct	2262
Distinct (%)	55.1%
Missing	9
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	155.90175

Minimum	0
Maximum	1745.8
Zeros	29
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	3.2
Q1	24.05
median	74.8
Q3	196.95
95-th percentile	605.78
Maximum	1745.8
Range	1745.8
Interquartile range (IQR)	172.9

Descriptive statistics

Standard deviation	201.31697
Coefficient of variation (CV)	1.2913066
Kurtosis	5.0997388
Mean	155.90175
Median Absolute Deviation (MAD)	61.3
Skewness	2.1156809
Sum	640288.5
Variance	40528.52
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29	0.7%
0.1	13	0.3%
8.3	11	0.3%
0.3	11	0.3%
11.5	10	0.2%
2.9	10	0.2%
0.2	10	0.2%
2.7	10	0.2%
5.6	9	0.2%
10	9	0.2%
Other values (2252)	3985	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29	0.7%
0.1	13	0.3%
0.2	10	0.2%
0.3	11	0.3%
0.4	7	0.2%
0.5	4	0.1%
0.6	6	0.1%
0.7	2	< 0.1%
0.8	5	0.1%
0.9	6	0.1%

Value	Count	Frequency (%)
1745.8	1	< 0.1%
1291.5	1	< 0.1%
1265.4	1	< 0.1%
1232.4	1	< 0.1%
1196.9	1	< 0.1%
1187.3	1	< 0.1%
1177.9	1	< 0.1%
1169.1	1	< 0.1%
1143.9	1	< 0.1%
1136.3	1	< 0.1%

Jun-Sep
Real number (ℝ)

Distinct	3683
Distinct (%)	89.7%
Missing	10
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1064.7248

Minimum	57.4
Maximum	4536.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	57.4
5-th percentile	300.25
Q1	573.85
median	881.1
Q3	1288.175
95-th percentile	2671.25
Maximum	4536.9
Range	4479.5
Interquartile range (IQR)	714.325

Descriptive statistics

Standard deviation	707.74153
Coefficient of variation (CV)	0.66471782
Kurtosis	2.2918955
Mean	1064.7248
Median Absolute Deviation (MAD)	341.65
Skewness	1.5062292
Sum	4371759.9
Variance	500898.07
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
573.8	4	0.1%
613.3	4	0.1%
434.3	4	0.1%
334.8	4	0.1%
466.3	3	0.1%
800.4	3	0.1%
881.5	3	0.1%
311.1	3	0.1%
959.6	3	0.1%
803.1	3	0.1%
Other values (3673)	4072	98.9%
(Missing)	10	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
57.4	1	< 0.1%
67.2	1	< 0.1%
73.4	1	< 0.1%
85.5	1	< 0.1%
88.5	1	< 0.1%
90.7	1	< 0.1%
94.2	1	< 0.1%
100.1	1	< 0.1%
102	1	< 0.1%
103.8	1	< 0.1%

Value	Count	Frequency (%)
4536.9	1	< 0.1%
4534.5	1	< 0.1%
4206	1	< 0.1%
4155.5	1	< 0.1%
4144.4	1	< 0.1%
4121.3	1	< 0.1%
3947.1	1	< 0.1%
3919.1	1	< 0.1%
3896.1	1	< 0.1%
3886.3	1	< 0.1%

Oct-Dec
Real number (ℝ)

Distinct	2389
Distinct (%)	58.2%
Missing	13
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	154.10049

Minimum	0
Maximum	1252.5
Zeros	16
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	32.3 KiB

Quantile statistics

Minimum	0
5-th percentile	2.91
Q1	34.2
median	98.2
Q3	213.5
95-th percentile	505.28
Maximum	1252.5
Range	1252.5
Interquartile range (IQR)	179.3

Descriptive statistics

Standard deviation	166.94266
Coefficient of variation (CV)	1.0833364
Kurtosis	4.567565
Mean	154.10049
Median Absolute Deviation (MAD)	76.3
Skewness	1.9051952
Sum	632274.3
Variance	27869.852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	0.4%
0.1	15	0.4%
0.5	13	0.3%
0.6	12	0.3%
0.7	11	0.3%
0.4	9	0.2%
0.2	9	0.2%
1.1	9	0.2%
7.1	9	0.2%
4.9	9	0.2%
Other values (2379)	3991	97.0%
(Missing)	13	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	0.4%
0.1	15	0.4%
0.2	9	0.2%
0.3	6	0.1%
0.4	9	0.2%
0.5	13	0.3%
0.6	12	0.3%
0.7	11	0.3%
0.8	9	0.2%
0.9	5	0.1%

Value	Count	Frequency (%)
1252.5	1	< 0.1%
1158.9	1	< 0.1%
1152.9	1	< 0.1%
1133.4	1	< 0.1%
1044.5	1	< 0.1%
1037.7	1	< 0.1%
1021	1	< 0.1%
997.6	1	< 0.1%
980.3	1	< 0.1%
978.8	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	SUBDIVISION	YEAR	JAN	FEB	MAR	APR	MAY	JUN	JUL	AUG	SEP	OCT	NOV	DEC	ANNUAL	Jan-Feb	Mar-May	Jun-Sep	Oct-Dec
0	ANDAMAN & NICOBAR ISLANDS	1901	49.2	87.1	29.2	2.3	528.8	517.5	365.1	481.1	332.6	388.5	558.2	33.6	3373.2	136.3	560.3	1696.3	980.3
1	ANDAMAN & NICOBAR ISLANDS	1902	0.0	159.8	12.2	0.0	446.1	537.1	228.9	753.7	666.2	197.2	359.0	160.5	3520.7	159.8	458.3	2185.9	716.7
2	ANDAMAN & NICOBAR ISLANDS	1903	12.7	144.0	0.0	1.0	235.1	479.9	728.4	326.7	339.0	181.2	284.4	225.0	2957.4	156.7	236.1	1874.0	690.6
3	ANDAMAN & NICOBAR ISLANDS	1904	9.4	14.7	0.0	202.4	304.5	495.1	502.0	160.1	820.4	222.2	308.7	40.1	3079.6	24.1	506.9	1977.6	571.0
4	ANDAMAN & NICOBAR ISLANDS	1905	1.3	0.0	3.3	26.9	279.5	628.7	368.7	330.5	297.0	260.7	25.4	344.7	2566.7	1.3	309.7	1624.9	630.8
5	ANDAMAN & NICOBAR ISLANDS	1906	36.6	0.0	0.0	0.0	556.1	733.3	247.7	320.5	164.3	267.8	128.9	79.2	2534.4	36.6	556.1	1465.8	475.9
6	ANDAMAN & NICOBAR ISLANDS	1907	110.7	0.0	113.3	21.6	616.3	305.2	443.9	377.6	200.4	264.4	648.9	245.6	3347.9	110.7	751.2	1327.1	1158.9
7	ANDAMAN & NICOBAR ISLANDS	1908	20.9	85.1	0.0	29.0	562.0	693.6	481.4	699.9	428.8	170.7	208.1	196.9	3576.4	106.0	591.0	2303.7	575.7
8	ANDAMAN & NICOBAR ISLANDS	1910	26.6	22.7	206.3	89.3	224.5	472.7	264.3	337.4	626.6	208.2	267.3	153.5	2899.4	49.3	520.1	1701.0	629.0
9	ANDAMAN & NICOBAR ISLANDS	1911	0.0	8.4	0.0	122.5	327.3	649.0	253.0	187.1	464.5	333.8	94.5	247.1	2687.2	8.4	449.8	1553.6	675.4

	SUBDIVISION	YEAR	JAN	FEB	MAR	APR	MAY	JUN	JUL	AUG	SEP	OCT	NOV	DEC	ANNUAL	Jan-Feb	Mar-May	Jun-Sep	Oct-Dec
4106	LAKSHADWEEP	2006	20.1	0.0	33.0	0.3	327.9	286.9	172.3	150.7	318.5	119.1	158.9	10.9	1598.6	20.1	361.2	928.4	288.9
4107	LAKSHADWEEP	2007	2.5	4.2	0.2	22.2	166.2	573.4	427.4	294.7	457.5	256.1	47.6	109.6	2361.6	6.7	188.6	1753.0	413.3
4108	LAKSHADWEEP	2008	5.5	19.8	120.7	15.8	180.4	254.6	363.9	206.6	108.9	252.9	67.6	130.1	1726.8	25.3	316.9	934.0	450.6
4109	LAKSHADWEEP	2009	4.7	1.5	0.1	18.1	162.1	401.2	266.4	185.0	145.1	87.4	166.2	132.3	1570.1	6.2	180.3	997.7	385.9
4110	LAKSHADWEEP	2010	18.8	0.0	1.2	35.6	79.0	318.9	336.7	335.1	161.5	155.4	201.5	81.5	1725.2	18.8	115.8	1152.2	438.4
4111	LAKSHADWEEP	2011	5.1	2.8	3.1	85.9	107.2	153.6	350.2	254.0	255.2	117.4	184.3	14.9	1533.7	7.9	196.2	1013.0	316.6
4112	LAKSHADWEEP	2012	19.2	0.1	1.6	76.8	21.2	327.0	231.5	381.2	179.8	145.9	12.4	8.8	1405.5	19.3	99.6	1119.5	167.1
4113	LAKSHADWEEP	2013	26.2	34.4	37.5	5.3	88.3	426.2	296.4	154.4	180.0	72.8	78.1	26.7	1426.3	60.6	131.1	1057.0	177.6
4114	LAKSHADWEEP	2014	53.2	16.1	4.4	14.9	57.4	244.1	116.1	466.1	132.2	169.2	59.0	62.3	1395.0	69.3	76.7	958.5	290.5
4115	LAKSHADWEEP	2015	2.2	0.5	3.7	87.1	133.1	296.6	257.5	146.4	160.4	165.4	231.0	159.0	1642.9	2.7	223.9	860.9	555.4

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Missing values

Sample